{"id":"W4386205000","doi":"10.2139/ssrn.4551405","title":"Pricing Shared Rides","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004102691,0.00006411691,0.00006269241,0.0001457421,0.0000902379,0.00002633256,0.00008412216,0.00002911764,0.00004794124],"category_scores_gemma":[0.0000192586,0.0000640324,0.00004083433,0.0004832163,0.000008348104,0.0001262173,0.000002407055,0.0006285894,0.0001304847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113814,"about_ca_system_score_gemma":0.0002036577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005150081,"about_ca_topic_score_gemma":0.0002877218,"domain_scores_codex":[0.9987903,0.000005313601,0.0001670086,0.00005684001,0.000101665,0.0008788827],"domain_scores_gemma":[0.9998376,0.00002066599,0.00001692986,0.0000681873,0.00002629452,0.00003037102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002247663,0.00006629062,0.01224407,0.00008578764,0.0007797256,0.00002549396,0.003079936,0.1094823,0.02582575,0.6569769,0.006314796,0.1850965],"study_design_scores_gemma":[0.003228006,0.0003155571,0.2123652,0.0001275534,0.0001559885,0.0005696035,0.01340873,0.04279151,0.004361559,0.5743397,0.146835,0.001501571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624479,0.0003610995,0.03224295,0.0004880927,0.0004104056,0.00009401883,0.000005765237,0.0009212072,0.00302856],"genre_scores_gemma":[0.9976389,0.001540897,0.00006581061,0.0000279431,0.00009018368,0.000005502566,0.00001825204,0.00001812638,0.0005943803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001212,"threshold_uncertainty_score":0.2730943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009356359276269032,"score_gpt":0.2271005688578743,"score_spread":0.2177442095816052,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}